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Evolutionary Circuit Design

We have applied the evolutionary design method to evolve various circuits. In some cases evolved circuits are better than the best known conventional solutions (according to given critera). One patent was granted in 2013 (see Nonlinear image filter).

Image Filters

Evolved filters exhibit good filtering properties while the implementation cost (e.g. in the FPGA) is very low when compared to conventional solutions such as median-based filters.

Evolution using FPTA-2 chip

Development in Evolutionary Design

We have introduced non-trivial mappings between genotypes and phenotypes to overcome the scalability problems of evolutionary design. One approach uses an instruction-based development, another one cellular automata.